Package: npDoseResponse 0.1

npDoseResponse: Nonparametric Estimation and Inference on Dose-Response Curves

A novel integral estimator for estimating the causal effects with continuous treatments (or dose-response curves) and a localized derivative estimator for estimating the derivative effects. The inference on the dose-response curve and its derivative is conducted via nonparametric bootstrap. The reference paper is Zhang, Chen, and Giessing (2024) <doi:10.48550/arXiv.2405.09003>.

Authors:Yikun Zhang [aut, cre], Yen-Chi Chen [aut]

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Peer review:

Bug tracker:https://github.com/zhangyk8/npdoseresponse/issues

On CRAN:

9 exports 0.09 score 0 dependencies 835 downloads

Last updated 4 months agofrom:7d6a6ca941. Checks:OK: 7. Indexed: yes.

Exports:DerivEffectDerivEffectBootIntegEstIntegEstBootKernelRetrievalLocalPolyRegLocalPolyRegMainRegAdjustRoTBWLocalPoly

Dependencies: